mcp-registry/io.github.aivastack/vouchtools · v0.1.0
As of 2026-10-22 01:56 UTC, the Aivastack Vouchtools MCP server is up with a Glimind reliability score of 93/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 11 minutes.
Vouch — independently measured reliability scores for MCP tools, not self-reported claims.
Claude Code
claude mcp add --transport http aivastack-vouchtools-mcp-server https://vouch.tools/api/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"aivastack-vouchtools-mcp-server": {
"type": "http",
"url": "https://vouch.tools/api/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
3 of 3 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
1 parameter(s) across 1 tool(s) have no description.
Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call. How to fix →
Handshake + tools/list takes ~1,621 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. 1 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.aivastack%2Fvouchtools/fixes
{
"name": "vouch_check",
"description": "Get an MCP tool's independently measured trust score before relying on it: real invocation trials, not self-reported metadata. Call this before adding a new MCP server to a project, or when deciding between two tools that do similar things. Look up by tool name, package, or server — free text.",
"inputSchema": {
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"tool"
],
"properties": {
"tool": {
"type": "string",
"description": "A tool name, 'server tool', or package name — free text."
}
}
},
"annotations": {
"readOnlyHint": true
},
"title": "Vouch: check a tool"
}{
"name": "vouch_compare",
"description": "Compare 2-5 MCP tools' measured behaviour side by side before picking one. Call this when weighing alternatives for the same task. Never collapses the comparison into a single ranked number — each tool keeps its own score and tier, and a caveat is surfaced when compared tools weren't measured at the same tier.",
"inputSchema": {
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"tools"
],
"properties": {
"tools": {
"type": "array",
"items": {
"type": "string"
},
"maxItems": 5,
"minItems": 2,
"description": "Tool names, packages, or servers — free text, one per tool."
}
}
},
"annotations": {
"readOnlyHint": true
},
"title": "Vouch: compare tools"
}{
"name": "vouch_find",
"description": "Search Vouch's independently measured corpus of MCP tools by free-text query. Call this when choosing an MCP tool for a task and you want options ranked by measured reliability rather than popularity — optionally filtered by measurement tier (deep = full behavioural battery, shallow = schema + sample-call only).",
"inputSchema": {
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"query"
],
"properties": {
"tier": {
"enum": [
"shallow",
"deep"
],
"type": "string",
"description": "Restrict to tools measured at this tier."
},
"limit": {
"type": "integer",
"maximum": 50,
"minimum": 1
},
"query": {
"type": "string",
"description": "Free-text search — matches tool name, description, or server name."
}
}
},
"annotations": {
"readOnlyHint": true
},
"title": "Vouch: find tools"
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.aivastack/vouchtools"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.aivastack/vouchtools"}) over MCP.
vouch_find ~207 tokensvouch_compare ~175 tokensvouch_check ~155 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.aivastack%2Fvouchtools?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.aivastack%2Fvouchtools?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.aivastack%2Fvouchtools.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.aivastack%2Fvouchtools.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.aivastack%2Fvouchtools?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:73a8e58dfaa73187…, first seen 2026-10-17, included at leaf 3631 of 42,808. Version history · verify what your client received.
Compare: most reliable security servers · most reliable other servers · most reliable search servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-22 01:56 UTC, the Aivastack Vouchtools MCP server is up with a Glimind reliability score of 93/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 11 minutes.
Aivastack Vouchtools MCP server advertises 3 tools, including vouch_check, vouch_compare, vouch_find.
Point your MCP client at this streamable-http endpoint: https://vouch.tools/api/mcp
Glimind scanned all 3 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.